AI GROWTH ANALYST FOR PAID MEDIA · BUILT FOR CODEX
Understand every ad decision, just by asking.
Connect Meta Ads, Google Ads, TikTok Ads, MMP attribution, and analytics in one governed conversation. Diagnose performance and build evidence-backed reports—without changing your campaigns.
Run CAC diagnosticsComparing channel mix and conversion quality
EVIDENCE-BACKED ANSWERREAD ONLY
Meta prospecting explains 72% of the CAC increase.
Spend+21%Qualified installs−9%CAC+18%
Investigate next: Review two higher-cost Meta campaigns. The newest MMP cohort is not fully mature yet.
Ask a follow-up about this evidence…
+5.6 Sol↑
Live Codex interaction · Example dataQuestion → tools → evidence → answer
CONNECTED INTELLIGENCE
From every signal to one clear answer.
Connect paid media delivery from Meta Ads, Google Ads, and TikTok Ads with attributed outcomes from AppsFlyer, Adjust, and GA4—without flattening the meaning of either source.
01 CONNECT02 REASON03 ANSWER
MEDIA DELIVERY
Meta AdsSpend$42.8KCTR1.23%
Google AdsSpend$31.4KCPC$0.72
TikTok AdsSpend$18.6KCPM$4.90
ATTRIBUTED OUTCOMES
AppsFlyerInstalls18.2KCPA$2.18
AdjustQualified7.6KD7 Ret.21%
GA4Revenue$189KCVR3.8%
ChatGrowing
Metric mapping
Freshness verified
Attribution aligned
Why did CAC rise last week?✦
Meta prospecting explains 72% of the increase.
DRIVER BREAKDOWN
Meta prospecting72%
TikTok scale-up19%
Other9%
Spend+21%vs. prior 7d
Qualified installs−9%vs. prior 7d
CAC+18%vs. prior 7d
WHY THIS ANSWER
ObservedDelivery shifted toward two higher-cost Meta campaigns.
Needs proofThe newest MMP cohorts are not fully mature yet.
RECOMMENDED INVESTIGATION→Review Meta prospecting and Google Search mix
Connect paid media, MMP attribution, and analytics once. ChatGrowing keeps source scope, freshness, and metric meaning attached—so your team can investigate and report without rebuilding the same Excel workbook every week.
Meta export.csvGoogle export.xlsxAppsFlyer report.csvcopy · clean · join · repeat
→CONNECT ONCE
One governed workspaceAsk · diagnose · reportNo hand-built joins
AI GROWTH ANALYST
Diagnose paid media performance with the right evidence.
ChatGrowing combines performance marketing knowledge, your business context, and repeatable analysis skills to investigate CAC, attribution, campaign mix, and creative delivery.
Diagnose Meta CAC increaseReview
Diagnose Meta CAC increaseExample data
Why did CAC rise after we scaled Meta? Separate observed facts from attribution delay, then tell me what to inspect next.
Install ChatGrowing, connect the advertising sources your workspace can access, and move from a natural-language question to governed evidence without leaving Codex.
Please install the ChatGrowing Codex Plugin from https://github.com/Hatcherthekid/chatgrowing-plugin-marketplace.git, complete the chatgrowing_ads_read OAuth sign-in, and remind me to start a new Codex task after installation succeeds.
ChatGrowingPlugin setup
✓Plugin installedSkills and Ads Read MCP added
✓OAuth connectedAuthorized resources only
Setup complete.Start a new Codex task, then ask ChatGrowing to list the advertising sources available to this workspace.
Do anything
+5.6 Sol↑
CAMPAIGN AUTOMATION · IN DEVELOPMENT
From insight to approved action.
Five Codex-native workflows we are designing for monitoring, optimization, competitive research, creative improvement, and campaign launch.
Set CAC guardrailsIN DEVELOPMENT
Set CAC guardrailsConcept workflow
Keep blended CAC below $60. Alert me if a channel stays above $65 for 6 hours. Ask before pausing campaigns.
ChatGrowingPreparing monitoring rules
✓Read connected accountsMeta · Google · TikTok
✓Check current performanceBlended CAC $58
Apply approval policyNo campaign changes without approval
MONITORING RULESREVIEW REQUIRED
TARGETBlended CAC ≤ $60
ALERTChannel CAC > $65 for 6h
CHECKEvery 30 minutes
ACTIONAsk before pause
Reply to adjust these rules…
+5.6 Sol↑
Optimize today’s budgetIN DEVELOPMENT
Optimize today’s budgetConcept workflow
Reallocate today’s budget to keep CAC below $60 without reducing conversion volume.
ChatGrowingComparing channel efficiency
✓Check constraints3 channels
✓Estimate impactCAC $64 → $57
Prepare approvalNothing changed yet
3 PROPOSED CHANGESAWAITING APPROVAL
Meta Prospecting$3,200 → $2,500
Google Search$1,800 → $2,350
TikTok Retargeting$700 → $850
Estimated blended CAC $57Review changes →
Ask for another allocation…
+5.6 Sol↑
Analyze competitor creativesIN DEVELOPMENT
Analyze competitor creativesConcept workflow
Analyze the latest Meta and TikTok creatives from these three competitors.
ChatGrowingBuilding a creative brief
✓Collect public ads42 creatives
✓Group patternsHooks and formats
Compare messagesLanding pages
COMPETITOR CREATIVE BRIEF3 PATTERNS
HOOKProblem-first demonstrations
FORMAT9:16 UGC with captions
OFFERFree trial before discount
OPPORTUNITYLead with proof in the first 2 seconds.
Ask for the supporting ads…
+5.6 Sol↑
Refresh fatigued creativeIN DEVELOPMENT
Refresh fatigued creativeConcept workflow
Find fatigued Meta creatives and improve Google Search copy for high-intent terms.
ChatGrowingReading performance signals
✓Check frequency28-day window
✓Read search termsHigh intent
Draft variationsReady for review
CREATIVE REFRESHFREQUENCY 4.8
BEFOREAI Ad Optimization PlatformAutomate reporting and improve campaign performance.
→
RECOMMENDEDOptimize every ad decision with AIUncover what works, fix what doesn’t, and grow profitably.
Ask for more variations…
+5.6 Sol↑
Prepare Meta campaignIN DEVELOPMENT
Prepare Meta campaignConcept workflow
Prepare a Meta acquisition campaign for Mexico with a $5,000 daily budget and a $60 CAC target.
ChatGrowingValidating the setup
✓Build structureCampaign and audiences
✓Check attributionTracking confirmed
Validate guardrailsNothing launched
CAMPAIGN READY FOR REVIEWPAUSED
MARKETMexico
OBJECTIVEPurchase
BUDGET$5,000 / day
TARGET CAC$60
Structure, audience and attribution checks passed.Approval required to launch
Reply with changes or approval…
+5.6 Sol↑
Concept workflows · Example dataCurrent Ads Read product remains read-only
Current access is read-only. Features marked Planned belong to the campaign automation phase and are not yet available.
FAQ
Know the boundary before you connect.
What is ChatGrowing?
ChatGrowing is an advertising intelligence product for Codex. It helps growth teams query governed paid media, attribution, and analytics data in natural language.
Can ChatGrowing change my campaigns?
No. The current Ads Read product is read-only. It can recommend what to investigate, but it cannot change budgets, bids, status, targeting, or creative.
Which data sources are supported?
The product model covers Meta Ads, Google Ads, TikTok Ads, MMP attribution such as AppsFlyer and Adjust, and analytics sources such as GA4. The exact connectors available depend on your workspace and release.
Does ChatGrowing generate ad creatives?
Not in the current Ads Read release. Creative improvement, production, and campaign execution are shown as planned campaign automation capabilities and will require explicit approval controls.
What happens when data is missing or delayed?
ChatGrowing keeps unavailable, partial, unauthorized, delayed, no-delivery, and true-zero states separate instead of filling gaps with invented values.